 Gaye improvised his own lyrics for the alternate version of "I Won't Cry Anymore".Stephen Thomas Erlewine of "AllMusic" says, "Was it worth the wait?For dedicated fans, it certainly was, since Gaye's voice is as beautiful and soulful as ever.